Artificial neural architecture for real time modelling applications
This paper presents the random-pulse machine concept and shows how it can be used for the modular design of artificial neural networks. Random-pulse machines deal with analog variables represented by the mean rate of random-pulse streams and use simple digital technology to perform arithmetic and logic operations. As an application example, a NN is proposed for modeling of the activated sludge wastewater treatment plants.
|Conference||3rd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 1997|
Petriu, E.M. (E. M.), Guergachi, A. (A.), Patry, G.G. (G. G.), Zhao, L. (L.), Petriu, D, & Vukovich, G. (G.). (1997). Artificial neural architecture for real time modelling applications. In 1997 3rd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 1997 (pp. 639–650). doi:10.1109/ICAPP.1997.651529